diff --git a/ci/axis/nightly.yaml b/ci/axis/nightly.yaml
index 90370d7b..3d50d9bc 100644
--- a/ci/axis/nightly.yaml
+++ b/ci/axis/nightly.yaml
@@ -4,8 +4,8 @@ CONDA_USERNAME:
 CONDA_CONFIG_FILE:
   - conda/recipes/versions.yaml
 
+# Use M.X.Ya (major.minor.patch) with 'a' version to match nightly tag
 RAPIDS_VER:
-  - 0.16.0a
   - 0.17.0a
 
 # Use CUDA_VER to not clobber `CUDA_VERSION` in the container
@@ -14,6 +14,7 @@ CUDA_VER:
   - 10.2
   - 10.1
 
+# TODO: DEPRECATED - No longer used and needs to be removed & gpuCI jobs updated
 DEFAULT_CUDA_VER:
   - 10.1
 
diff --git a/ci/axis/release.yaml b/ci/axis/release.yaml
index 66f75b45..b715d458 100644
--- a/ci/axis/release.yaml
+++ b/ci/axis/release.yaml
@@ -4,8 +4,9 @@ CONDA_USERNAME:
 CONDA_CONFIG_FILE:
   - conda/recipes/versions.yaml
 
+# Use M.X.Y (major.minor.patch) version to match tag
 RAPIDS_VER:
-  - 0.16
+  - 0.17.0
 
 # Use CUDA_VER to not clobber `CUDA_VERSION` in the container
 CUDA_VER:
@@ -13,6 +14,7 @@ CUDA_VER:
   - 10.2
   - 10.1
 
+# TODO: DEPRECATED - No longer used and needs to be removed & gpuCI jobs updated
 DEFAULT_CUDA_VER:
   - 10.1
 
diff --git a/ci/axis/tests.yaml b/ci/axis/tests.yaml
index 7728be16..6e1f66fb 100644
--- a/ci/axis/tests.yaml
+++ b/ci/axis/tests.yaml
@@ -4,8 +4,9 @@ RUNTIME_DOCKER_REPO:
 DOCKER_REPO:
   - rapidsai/rapidsai-dev-nightly
 
+# Use M.X (major.minor) version
 RAPIDS_VER:
-  - 0.16
+  - 0.17
 
 CUDA_VER:
   - 11.0
diff --git a/ci/cpu/build.sh b/ci/cpu/build.sh
index c63c4f79..3dc8a665 100644
--- a/ci/cpu/build.sh
+++ b/ci/cpu/build.sh
@@ -16,15 +16,15 @@ set -e
 export PATH=/conda/bin:$PATH
 export HOME=$WORKSPACE
 
-# Save original build offset
-export ORIG_OFFSET=$RAPIDS_OFFSET
-
 # Set recipe paths
 CONDA_XGBOOST_RECIPE="conda/recipes/rapids-xgboost"
 CONDA_RAPIDS_RECIPE="conda/recipes/rapids"
+CONDA_RAPIDS_BLAZING_RECIPE="conda/recipes/rapids-blazing"
 CONDA_RAPIDS_BUILD_RECIPE="conda/recipes/rapids-build-env"
 CONDA_RAPIDS_NOTEBOOK_RECIPE="conda/recipes/rapids-notebook-env"
 CONDA_RAPIDS_DOC_RECIPE="conda/recipes/rapids-doc-env"
+CONDA_BLAZING_BUILD_RECIPE="conda/recipes/blazingsql-build-env"
+CONDA_BLAZING_NOTEBOOK_RECIPE="conda/recipes/blazingsql-notebook-env"
 
 # Allow insecure connections for conda-mirror
 echo "ssl_verify: False" >> /conda/.condarc
@@ -50,40 +50,23 @@ if [[ "$BUILD_MODE" = "branch" && "$SOURCE_BRANCH" = branch-* ]] ; then
 fi
 
 function build_pkg {
-  # Create 'conda_build_config.yaml' with CUDA version
-  gpuci_logger "Creating 'conda_build_config.yaml' with CUDA_VER='$CUDA_VER' to select correct pkgs..."
-  cat > ${1}/conda_build_config.yaml <<EOF
-cuda_compiler_version:
-- '$CUDA_VER'
-EOF
-  cat ${1}/conda_build_config.yaml
   # Build pkg
   gpuci_logger "Start conda build for '${1}'..."
-  gpuci_conda_retry build --override-channels -c ${CONDA_USERNAME:-rapidsai-nightly} -c nvidia -c conda-forge -c defaults \
-              --python=${PYTHON_VER} -m ${CONDA_CONFIG_FILE} ${1}
-}
-
-function build_default_pkg {
-  # Build default version if current version matches DEFAULT_CUDA_VER
-  if [ "$CUDA_VER" == "$DEFAULT_CUDA_VER" ] ; then
-    gpuci_logger "Current CUDA_VER '$CUDA_VER' is the DEFAULT_CUDA_VER, building package again with incremented build number..."
-    gpuci_logger "Previous build number '$RAPIDS_OFFSET'"
-    export RAPIDS_OFFSET=$((RAPIDS_OFFSET+1))
-    gpuci_logger "New build number '$RAPIDS_OFFSET'"
-    build_pkg $1
-    # Reset offset
-    export RAPIDS_OFFSET=$ORIG_OFFSET
-    gpuci_logger "Reset build number after default build '$RAPIDS_OFFSET'"
+  if [[ "${1}" == "${CONDA_BLAZING_NOTEBOOK_RECIPE}" ]]; then
+    gpuci_conda_retry build --override-channels -c blazingsql-nightly -c ${CONDA_USERNAME:-rapidsai-nightly} -c nvidia -c pytorch -c conda-forge -c defaults \
+                --python=${PYTHON_VER} -m ${CONDA_CONFIG_FILE} ${1}
+  elif [[ "${1}" == *"BLAZING"* ]]; then
+    gpuci_conda_retry build --override-channels -c blazingsql-nightly -c ${CONDA_USERNAME:-rapidsai-nightly} -c nvidia -c conda-forge -c defaults \
+                --python=${PYTHON_VER} -m ${CONDA_CONFIG_FILE} ${1}
   else
-    gpuci_logger "Current CUDA_VER '$CUDA_VER' is not DEFAULT_CUDA_VER, skipping default build..."
+    gpuci_conda_retry build --override-channels -c ${CONDA_USERNAME:-rapidsai-nightly} -c nvidia -c conda-forge -c defaults \
+                --python=${PYTHON_VER} -m ${CONDA_CONFIG_FILE} ${1}
   fi
 }
 
 function run_builds {
-  # Kick off main pkg b
+  # Kick off main pkg build
   build_pkg $1
-  # Check and build default pkgs
-  build_default_pkg $1
 }
 
 function upload_builds {
@@ -93,11 +76,22 @@ function upload_builds {
   else
     gpuci_logger "Upload key found, starting upload..."
     gpuci_logger "Files to upload..."
-    ls /conda/conda-bld/linux-64/rapids*.tar.bz2
+    if [[ -n $(ls /conda/conda-bld/linux-64/* | grep -i rapids.*.tar.bz2) ]]; then
+      ls /conda/conda-bld/linux-64/* | grep -i rapids.*.tar.bz2
+    fi
+    if [[ -n $(ls /conda/conda-bld/linux-64/* | grep -i blazingsql.*.tar.bz2) ]]; then
+      ls /conda/conda-bld/linux-64/* | grep -i blazingsql.*.tar.bz2
+    fi
 
     gpuci_logger "Starting upload..."
-    ls /conda/conda-bld/linux-64/rapids*.tar.bz2 | xargs gpuci_retry \
-      anaconda -t ${MY_UPLOAD_KEY} upload -u ${CONDA_USERNAME:-rapidsai-nightly} --label main --skip-existing
+    if [[ -n $(ls /conda/conda-bld/linux-64/* | grep -i rapids.*.tar.bz2) ]]; then
+      ls /conda/conda-bld/linux-64/* | grep -i rapids.*.tar.bz2 | xargs gpuci_retry \
+        anaconda -t ${MY_UPLOAD_KEY} upload -u ${CONDA_USERNAME:-rapidsai-nightly} --label main --skip-existing
+    fi
+    if [[ -n $(ls /conda/conda-bld/linux-64/* | grep -i blazingsql.*.tar.bz2) ]]; then
+      ls /conda/conda-bld/linux-64/* | grep -i blazingsql.*.tar.bz2 | xargs gpuci_retry \
+        anaconda -t ${MY_UPLOAD_KEY} upload -u ${CONDA_USERNAME:-rapidsai-nightly} --label main --skip-existing
+    fi
   fi
 }
 
@@ -105,6 +99,9 @@ if [[ "$BUILD_PKGS" == "meta" || -z "$BUILD_PKGS" ]] ; then
   # Run builds for meta-pkgs
   run_builds $CONDA_XGBOOST_RECIPE
   run_builds $CONDA_RAPIDS_RECIPE
+  set +e
+  run_builds $CONDA_RAPIDS_BLAZING_RECIPE
+  set -e
 fi
 
 if [[ "$BUILD_PKGS" == "env" || -z "$BUILD_PKGS" ]] ; then
@@ -112,6 +109,8 @@ if [[ "$BUILD_PKGS" == "env" || -z "$BUILD_PKGS" ]] ; then
   run_builds $CONDA_RAPIDS_BUILD_RECIPE
   run_builds $CONDA_RAPIDS_NOTEBOOK_RECIPE
   run_builds $CONDA_RAPIDS_DOC_RECIPE
+  run_builds $CONDA_BLAZING_BUILD_RECIPE
+  run_builds $CONDA_BLAZING_NOTEBOOK_RECIPE
 fi
 
 # Upload builds
diff --git a/ci/cpu/conda-pack.sh b/ci/cpu/conda-pack.sh
index f21e46ce..39fe9601 100755
--- a/ci/cpu/conda-pack.sh
+++ b/ci/cpu/conda-pack.sh
@@ -14,8 +14,8 @@ conda install -y -c $CONDA_USERNAME -c nvidia -c conda-forge -c defaults \
     ipykernel
 
 echo "Packing conda environment"
-conda-pack --quiet -n $CONDA_ENV_NAME -o ${CONDA_ENV_NAME}.tar.gz
+conda-pack --quiet --ignore-missing-files -n $CONDA_ENV_NAME -o ${CONDA_ENV_NAME}.tar.gz
 
 export AWS_DEFAULT_REGION="us-east-2"
 echo "Upload packed conda"
-aws s3 cp --quiet ${CONDA_ENV_NAME}.tar.gz s3://rapidsai-data/conda-pack/${CONDA_USERNAME}/${CONDA_ENV_NAME}.tar.gz
+aws s3 cp --quiet --acl public-read ${CONDA_ENV_NAME}.tar.gz s3://rapidsai-data/conda-pack/${CONDA_USERNAME}/${CONDA_ENV_NAME}.tar.gz
diff --git a/ci/test/cudf.sh b/ci/test/cudf.sh
index ff3e9dd2..466f98c4 100644
--- a/ci/test/cudf.sh
+++ b/ci/test/cudf.sh
@@ -9,6 +9,7 @@ export PATH="/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local
 # FIXME: "source activate" line should not be needed
 source /opt/conda/bin/activate rapids
 env
+nvidia-smi
 conda list
 
 TESTRESULTS_DIR=${WORKSPACE}/testresults
diff --git a/ci/test/cugraph.sh b/ci/test/cugraph.sh
index 6802b9f6..7cfdb888 100644
--- a/ci/test/cugraph.sh
+++ b/ci/test/cugraph.sh
@@ -15,25 +15,23 @@ export RAPIDS_DATASET_ROOT_DIR=/rapids/cugraph/datasets
 
 # Show environment
 env
+nvidia-smi
 conda list
 
 TESTRESULTS_DIR=${WORKSPACE}/testresults
 mkdir -p ${TESTRESULTS_DIR}
 SUITEERROR=0
 
-# FIXME: temporarily disabling all C++ tests for 0.16 due to intermittent
-# failures from what appears to be an issue with Thrust (which does not appear
-# to affect the Python API or notebooks). Re-enable once this issue is resolved
-# in 0.17.
 # gtests
-# for gt in /rapids/cugraph/cpp/build/gtests/*_TEST; do
-#    ${gt} --gtest_output=xml:${TESTRESULTS_DIR}/
-#    exitcode=$?
-#    if (( ${exitcode} != 0 )); then
-#       SUITEERROR=${exitcode}
-#       echo "FAILED: ${gt}"
-#    fi
-# done
+for gt in /rapids/cugraph/cpp/build/gtests/*_TEST; do
+   # FIXME: remove this ASAP
+   ${gt} --gtest_output=xml:${TESTRESULTS_DIR}/
+   exitcode=$?
+   if (( ${exitcode} != 0 )); then
+      SUITEERROR=${exitcode}
+      echo "FAILED: ${gt}"
+   fi
+done
 
 # Python tests
 py.test --junitxml=${TESTRESULTS_DIR}/pytest.xml -v /rapids/cugraph/python
diff --git a/ci/test/cuml.sh b/ci/test/cuml.sh
index 8db5cf52..047dd662 100644
--- a/ci/test/cuml.sh
+++ b/ci/test/cuml.sh
@@ -8,6 +8,7 @@ export PATH="/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local
 # FIXME: "source activate" line should not be needed
 source /opt/conda/bin/activate rapids
 env
+nvidia-smi
 conda list
 
 TESTRESULTS_DIR=${WORKSPACE}/testresults
diff --git a/ci/test/cuspatial.sh b/ci/test/cuspatial.sh
index 4b678a0a..d1f0ed43 100644
--- a/ci/test/cuspatial.sh
+++ b/ci/test/cuspatial.sh
@@ -8,6 +8,7 @@ export PATH="/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local
 # FIXME: "source activate" line should not be needed
 source /opt/conda/bin/activate rapids
 env
+nvidia-smi
 conda list
 
 TESTRESULTS_DIR=${WORKSPACE}/testresults
diff --git a/ci/test/daskcuda.sh b/ci/test/daskcuda.sh
index 29821854..853f3bb3 100644
--- a/ci/test/daskcuda.sh
+++ b/ci/test/daskcuda.sh
@@ -9,6 +9,7 @@ export PATH="/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local
 source /opt/conda/bin/activate rapids
 
 env
+nvidia-smi
 conda list
 
 TESTRESULTS_DIR=${WORKSPACE}/testresults
diff --git a/ci/test/integration.sh b/ci/test/integration.sh
index 7718e77d..f8aa9e52 100644
--- a/ci/test/integration.sh
+++ b/ci/test/integration.sh
@@ -9,6 +9,7 @@ conda activate rapids
 
 gpuci_logger "Show env and current conda list"
 env
+nvidia-smi
 conda list
 
 export TESTRESULTS_DIR=${WORKSPACE}/testresults
diff --git a/ci/test/notebooks.sh b/ci/test/notebooks.sh
index 372feea2..ceb987de 100644
--- a/ci/test/notebooks.sh
+++ b/ci/test/notebooks.sh
@@ -10,7 +10,7 @@ source /opt/conda/bin/activate rapids
 # PyTorch is intentionally excluded from our Docker images due
 # to its size, but some notebooks still depend on it.
 case "${CUDA_VER}" in
-"10.1" | "10.2")
+"10.1" | "10.2" | "11.0")
     conda install -y -c pytorch "pytorch>=1.4"
     ;;
 *)
@@ -21,6 +21,9 @@ esac
 
 
 env
+nvidia-smi
+conda list
+
 /test.sh 2>&1 | tee nbtest.log
 EXITCODE=$?
 python /rapids/utils/nbtestlog2junitxml.py nbtest.log
diff --git a/ci/test/rmm.sh b/ci/test/rmm.sh
index 93c5b76f..865c2470 100644
--- a/ci/test/rmm.sh
+++ b/ci/test/rmm.sh
@@ -6,6 +6,7 @@ export PATH="/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local
 # FIXME: "source activate" line should not be needed
 source /opt/conda/bin/activate rapids
 env
+nvidia-smi
 conda list
 
 TESTRESULTS_DIR=${WORKSPACE}/testresults
diff --git a/conda/recipes/blazingsql-build-env/meta.yaml b/conda/recipes/blazingsql-build-env/meta.yaml
new file mode 100644
index 00000000..88b6c210
--- /dev/null
+++ b/conda/recipes/blazingsql-build-env/meta.yaml
@@ -0,0 +1,57 @@
+{% set rapids_version = environ.get('RAPIDS_VER', '0.0.0') + environ.get('VERSION_SUFFIX', '') %}
+{% set cuda_version = '.'.join(environ.get('CUDA_VERSION', '10.0').split('.')[:2]) %}
+{% set py_version = environ.get('CONDA_PY', 36) %}
+
+### 
+# Versions referenced below are set in `conda/recipe/*versions.yaml` except for
+#   those set above (e.g. `cuda_version`)
+#
+# gpuCI loads the correct file based on the build type (NIGHTLY or RELEASE) in 
+#   `ci/cpu/build-env.sh` and `ci/axis/*.yaml`
+#
+# Manual builds need to use the `conda build` flag of `-m <path-to-file>.yaml` 
+#   to set these versions
+###
+
+package:
+    name: blazingsql-build-env
+    version: {{ rapids_version }}
+
+source:
+    path: ../../..
+
+build:
+  number: {{ GIT_DESCRIBE_NUMBER }}
+  string: cuda{{ cuda_version }}_py{{ py_version }}_{{ GIT_DESCRIBE_HASH }}_{{ GIT_DESCRIBE_NUMBER }}
+  script_env:
+    - CUDA_VERSION
+    - RAPIDS_VER
+    - VERSION_SUFFIX
+
+requirements:
+    build:
+        - python
+    run:
+        - aws-sdk-cpp
+        - cmake {{ cmake_version }}
+        - cppzmq
+        - cudatoolkit {{ cuda_version }}.*
+        - cython {{ cython_version }}
+        - dlpack {{ dlpack_version }}
+        - google-cloud-cpp {{ google_cloud_cpp_version }}
+        - gtest {{ gtest_version }}
+        - jpype1
+        - maven
+        - netifaces
+        - ninja
+        - openjdk {{ openjdk_version }}
+        - pyhive
+        - python
+        - setuptools
+        - spdlog {{ spdlog_version }}
+        - zeromq
+
+about:
+    home: http://www.blazingsql.com/
+    license: Apache-2.0
+    license_family: Apache
diff --git a/conda/recipes/blazingsql-notebook-env/meta.yaml b/conda/recipes/blazingsql-notebook-env/meta.yaml
new file mode 100644
index 00000000..46ba37ed
--- /dev/null
+++ b/conda/recipes/blazingsql-notebook-env/meta.yaml
@@ -0,0 +1,63 @@
+{% set rapids_version = environ.get('RAPIDS_VER', '0.0.0') + environ.get('VERSION_SUFFIX', '') %}
+{% set cuda_version = '.'.join(environ.get('CUDA_VERSION', '10.0').split('.')[:2]) %}
+{% set py_version = environ.get('CONDA_PY', 36) %}
+
+### 
+# Versions referenced below are set in `conda/recipe/*versions.yaml` except for
+#   those set above (e.g. `cuda_version`)
+#
+# gpuCI loads the correct file based on the build type (NIGHTLY or RELEASE) in 
+#   `ci/cpu/build-env.sh` and `ci/axis/*.yaml`
+#
+# Manual builds need to use the `conda build` flag of `-m <path-to-file>.yaml` 
+#   to set these versions
+###
+
+package:
+    name: blazingsql-notebook-env
+    version: {{ rapids_version }}
+
+source:
+    path: ../../..
+
+build:
+  number: {{ GIT_DESCRIBE_NUMBER }}
+  string: cuda{{ cuda_version }}_py{{ py_version }}_{{ GIT_DESCRIBE_HASH }}_{{ GIT_DESCRIBE_NUMBER }}
+  script_env:
+    - CUDA_VERSION
+    - RAPIDS_VER
+    - VERSION_SUFFIX
+
+requirements:
+  build:
+    - python
+  run:
+    - colorcet
+    - cudatoolkit {{ cuda_version }}
+    - dash
+    - dask
+    - dask-ml
+    - datashader
+    - fbprophet
+    - geoviews
+    - holoviews
+    - ipywidgets
+    - jupyter-dash
+    - matplotlib
+    - networkx
+    - panel {{ panel_version }}
+    - plotly
+    - python-graphviz
+    - pytorch {{ pytorch_version }}
+    - s3fs {{ s3fs_version }}
+    - scikit-learn
+    - scipy
+    - seaborn
+    - spacy
+    - statsmodels
+    - xgboost
+
+about:
+    home: http://www.blazingsql.com/
+    license: Apache-2.0
+    license_family: Apache
diff --git a/conda/recipes/rapids-blazing/LICENSE b/conda/recipes/rapids-blazing/LICENSE
new file mode 100644
index 00000000..d00c6281
--- /dev/null
+++ b/conda/recipes/rapids-blazing/LICENSE
@@ -0,0 +1 @@
+The license of this package is a combination of the dependent packages contained herein.
diff --git a/conda/recipes/rapids-blazing/meta.yaml b/conda/recipes/rapids-blazing/meta.yaml
new file mode 100644
index 00000000..eb10a0b2
--- /dev/null
+++ b/conda/recipes/rapids-blazing/meta.yaml
@@ -0,0 +1,61 @@
+{% set rapids_version = environ.get('RAPIDS_VER', '0.0.0') + environ.get('VERSION_SUFFIX', '') %}
+{% set minor_version = rapids_version.split('.')[0] + '.' + rapids_version.split('.')[1] %}
+{% set cuda_version = '.'.join(environ.get('CUDA_VERSION', '10.0').split('.')[:2]) %}
+{% set py_version = environ.get('CONDA_PY', 36) %}
+
+###
+# Versions referenced below are set in `conda/recipe/*versions.yaml` except for
+#   those set above (e.g. `cuda_version`)
+#
+# gpuCI loads the correct file based on the build type (NIGHTLY or RELEASE) in
+#   `ci/cpu/build-meta.sh` and `ci/axis/*.yaml`
+#
+# Manual builds need to use the `conda build` flag of `-m <path-to-file>.yaml`
+#   to set these versions
+###
+
+package:
+  name: rapids-blazing
+  version: {{ rapids_version }}
+
+source:
+  path: ../../..
+
+build:
+  number: {{ GIT_DESCRIBE_NUMBER }}
+  string: cuda{{ cuda_version }}_py{{ py_version }}_{{ GIT_DESCRIBE_HASH }}_{{ GIT_DESCRIBE_NUMBER }}
+  script_env:
+    - CUDA_VERSION
+    - RAPIDS_VER
+    - VERSION_SUFFIX
+
+requirements:
+  host:
+    - python
+  run:
+    - cudatoolkit ={{ cuda_version }}.*
+    - rapids ={{ minor_version }}.*
+    - blazingsql ={{ minor_version }}.*
+
+test:
+  requires:
+    - cudatoolkit {{ cuda_version }}.*
+  imports:
+    - cio
+    - cudf
+    - dask_cudf
+    - cuml
+    - cugraph
+    - cuspatial
+
+about:
+  home: http://rapids.ai/
+  license: Custom
+  license_file: conda/recipes/rapids/LICENSE
+  summary: 'RAPIDS Suite - Open GPU Data Science'
+  description: |
+    Meta-package for the RAPIDS suite of software libraries. RAPIDS gives you the freedom to execute end-to-end data science
+    and analytics pipelines entirely on GPUs. It relies on NVIDIA® CUDA® primitives for low-level compute optimization,
+    but exposes that GPU parallelism and high-bandwidth memory speed through user-friendly Python interfaces.
+  doc_url: https://docs.rapids.ai/
+  dev_url: https://github.com/rapidsai/
diff --git a/conda/recipes/rapids-build-env/meta.yaml b/conda/recipes/rapids-build-env/meta.yaml
index 0ad6a327..d9e270ae 100644
--- a/conda/recipes/rapids-build-env/meta.yaml
+++ b/conda/recipes/rapids-build-env/meta.yaml
@@ -37,6 +37,7 @@ requirements:
   run:
     - arrow-cpp {{ arrow_version }}
     - arrow-cpp-proc * cuda
+    - asvdb
     - autoconf
     - automake
     - benchmark {{ benchmark_version }}
@@ -48,6 +49,7 @@ requirements:
     - conda-forge::clang {{ clang_version }}
     - conda-forge::clang-tools {{ clang_version }}
     - cmake {{ cmake_version }}
+    - cmake-format {{ cmake_format_version }}
     - cmake_setuptools {{ cmake_setuptools_version }}
     - conda {{ conda_version }}
     - conda-build {{ conda_build_version }}
@@ -108,10 +110,10 @@ requirements:
     - pyarrow {{ arrow_version }}
     - pydeck {{ pydeck_version }}
     - pynvml
-    - pyppeteer
+    - pyppeteer {{ pyppeteer_version }}
     - pyproj {{ pyproj_version }}
     - pytest
-    - pytest-asyncio
+    - pytest-asyncio {{ pytest_asyncio_version }}
     - pytest-benchmark
     - pytest-cov
     - pytest-timeout
@@ -119,6 +121,7 @@ requirements:
     - python-confluent-kafka {{ python_confluent_kafka_version }}
     - python-louvain
     - rapidjson {{ rapidjson_version }}
+    - rapids-pytest-benchmark
     - ripgrep
     - s3fs
     - setuptools
diff --git a/conda/recipes/rapids-notebook-env/meta.yaml b/conda/recipes/rapids-notebook-env/meta.yaml
index 279f8be3..70fda447 100644
--- a/conda/recipes/rapids-notebook-env/meta.yaml
+++ b/conda/recipes/rapids-notebook-env/meta.yaml
@@ -36,12 +36,15 @@ requirements:
     - python
   run:
     - bokeh {{ bokeh_version }}
+    - colorcet
     - conda-forge::blas
     - cudatoolkit ={{ cuda_version }}.*
     - cupy {{ cupy_version }}
     - cython {{ cython_version }}
     - dask-labextension
     - dask-ml
+    - datashader {{ datashader_version }}
+    - fa2
     - filterpy
     - holoviews
     - ipython {{ ipython_version }}
diff --git a/conda/recipes/versions.yaml b/conda/recipes/versions.yaml
index ddf98aee..23045e34 100644
--- a/conda/recipes/versions.yaml
+++ b/conda/recipes/versions.yaml
@@ -8,7 +8,7 @@ dask_xgboost_version:
 
 # Versions for `rapids-xgboost` meta-pkg
 xgboost_version:
-  - '=1.2.0dev.rapidsai0.16'
+  - '=1.3.0dev.rapidsai0.17'
 
 # Versions for conda
 conda_version:
@@ -30,13 +30,15 @@ benchmark_version:
 black_version:
   - '=19.10'
 bokeh_version:
-  - '>=2.1.1'
+  - '>=2.1.1,<=2.2.3'
 boost_cpp_version:
   - '=1.72.0'
 clang_version:
   - '=8.0.1'
 cmake_version:
-  - '=3.17'
+  - '=3.18'
+cmake_format_version:
+  - '=0.6.11'
 cmake_setuptools_version:
   - '>=0.1.3'
 cupy_version:
@@ -46,7 +48,7 @@ cython_version:
 dask_version:
   - '>=2.23.0'
 datashader_version:
-  - '>=0.11.1'
+  - '>=0.11.1,<0.12'
 distributed_version:
   - '>=2.23.0'
 dlpack_version:
@@ -68,7 +70,9 @@ fsspec_version:
 gdal_version:
   - '>=3.0.2,<3.1.0a0'
 geopandas_version:
-  - '>=0.6'
+  - '>=0.6, <=0.8.1'
+google_cloud_cpp_version:
+  - '=1.16.0'
 gmock_version:
   - '=1.10.0'
 gtest_version:
@@ -80,7 +84,7 @@ isort_version:
 jupyterlab_version:
   - '=2.1'
 librdkafka_version:
-  - '=1.5.0'
+  - '=1.5.*'
 mypy_version:
   - '0.782'
 nccl_version:
@@ -95,22 +99,32 @@ numpy_version:
   - '>=1.17.3'
 nvtx_version:
   - '>=0.2.1,<0.3'
+openjdk_version:
+  - '>=8.0'
 pandas_version:
   - '>=1.0,<1.2.0dev0'
 pandoc_version:
   - '<=2.0.0'
 panel_version:
-  - '>=0.9'
+  - '>=0.9.1, <=0.9.7'
 pydeck_version:
-  - '>=0.3'
+  - '>=0.3, <=0.5.0'
 python_confluent_kafka_version:
   - '>=1.3.0'
+pytorch_version:
+  - '>=1.6'
 protobuf_version:
   - '>=3.4.1,<4.0.0'
 pyproj_version:
-  - '>=2.4'
+  - '>=2.4,<=2.6.1.post1'
+pyppeteer_version:
+  - '<=0.2.2'
+pytest_asyncio_version:
+  - '<0.14.0'
 rapidjson_version:
   - '=1.1.0'
+s3fs_version:
+  - '>=0.5.1'
 scikit_learn_version:
   - '=0.23.1'
 scipy_version: